Ponder Deliberation & Code Review
Conducts multi-pass, coverage-gated code reviews and architectural deliberation loops using an append-only ledger.
Ponder is an iterative code review and deliberation framework for coding agents that enforces thoroughness by running repeated, structured passes until findings converge. By evaluating units through four distinct perspectives—Skeptic, Builder, Dreamer, and Empath—it grades items against custom lens rubrics, records changes in an append-only ledger, and strictly gates completion behind 100% unit coverage and zero-churn stability. Ponder treats reviewed code strictly as read-only evidence, preventing accidental code modifications while ensuring complex PR reviews, UI audits, and system refactors leave no edge cases or unverified assumptions behind.